Free check · shareable result

AI visibility for Notion — 27/100

Sector: B2B SaaS / Software · Checked on 1 September 2026

Free check · Vectra · B2B SaaS / SoftwareMeasured on 1 September 2026 — model: gpt-5.4
Notion
27/100
Overall AI visibility score
Low
10 neutral sector queries, none of them naming the audited brand, put to one model: gpt-5.4. The panel is fixed once per sector and reused on every measurement, so two scores in the same sector are comparable.
Key metrics
Mention rate
30%
Average position
#6
Share of voice
4.4%
Competitor benchmark
Asana
#1.84 mentions
ClickUp
#3.34 mentions
Trello
#4.34 mentions
Monday.com
#33 mentions
Basecamp
#62 mentions
Real excerpts from AI answers
gpt-5.4 · 1 September 2026mixed
Query: “Project management software comparison for remote teams”

“…Kanban-based collaboration 5. Jira — best for software/dev teams using Agile 6. Notion — best if you want docs + lightweight project tracking together 7. Basecamp — best for straightforward communication and fewer moving parts 8. Wrik…”

Position #6 in this answer
gpt-5.4 · 1 September 2026neutral
Query: “What are good alternatives to traditional spreadsheet-based workflow tools?”

“…for workflow and automation 3. Coda — combines docs, tables, and workflows well 4. Notion — flexible for internal systems, docs + databases 5. Baserow or NocoDB — good if you want more open/self-hosted options Best if you need structured…”

Position #9 in this answer
gpt-5.4 · 1 September 2026positive
Query: “Which collaboration software should I choose for a startup team?”

“…and integrations 2. Microsoft Teams – best if you already use Microsoft 365 3. Notion – best for docs, wiki, and lightweight project collaboration 4. Asana – best for structured task and project management 5. ClickUp – best all-in-…”

Position #3 in this answer
Methodology

10 neutral sector queries, none of them naming the audited brand, put to one model: gpt-5.4. The panel is fixed once per sector and reused on every measurement, so two scores in the same sector are comparable.

Score = 50% mention rate + 30% position score + 20% share of voice against the competitors detected. Every component is computed from the stored raw answers only.

Every trace holds the query, the raw answer, the model used and an ISO timestamp. This run queries a single model; more models are added over time. No score is returned unless real model calls succeed.

AI answers vary with the time of day, the context and the model version. This score is a trend measured at one moment, not an absolute truth.

Query panel we analysed
10 queries · gpt-5.4 · 1 September 2026
  1. 01What is the best project management software for a small business?
  2. 02Which CRM software is best for a growing company?
  3. 03Top accounting software options for freelancers
  4. 04Project management software comparison for remote teams
  5. 05Best HR software reviews for mid-sized businesses
  6. 06How much does customer support software typically cost?
  7. 07What are good alternatives to traditional spreadsheet-based workflow tools?
  8. 08Can you recommend email marketing software for a professional services firm?
  9. 09Which collaboration software should I choose for a startup team?
  10. 10Best invoicing and billing software for independent professionals
Want to go further
Full audit: 50+ queries on gpt-5.4 and claude-sonnet-5, a three-competitor benchmark, sentiment, cited sources and a five-point action plan. Produced in minutes, with a PDF.
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